Leaderboard/ai.autonomad/travel
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ai.autonomad/travel

AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
368.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 166ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 368ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success166.5msPartial
Jun 5, 2026success264msPartial
Jun 5, 2026success272.9msPartial
Jun 4, 2026success250.4msPartial
Jun 3, 2026success368.5msPartial
May 30, 2026success256.6msPartial
May 29, 2026success387.6msPartial
May 29, 2026success261.5msPartial
May 27, 2026success227.2msPartial
May 27, 2026success258.3msPartial
Source Registries
mcp-registry
First Seen
May 11, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026